integrated information

USAGE SUMMARY

The phrase "integrated information" is correct and usable in written English.
It can be used in contexts where data or knowledge is combined or synthesized from multiple sources to create a cohesive understanding or system. Example: "The research project relies on integrated information from various studies to draw comprehensive conclusions about climate change."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

This version derives from Tononi's integrated information theory (IIT) of consciousness that identifies consciousness with integrated information which can exist in many degrees (see section 9.6 below).

SEP

The theme was integrated information for a better world.

The Guardian

It integrated information like data about weather, troop movements, munitions and supplies.

The New York Times

Unlike the vast majority of musings on the Hard Problem, moreover, Tononi and Koch's "integrated information theory" has actually been tested.

The Guardian

When I asked what "naturally integrated information" might look like, he told me about the project of a classmate, John Kestner, called "The Proverbial Wallet".

The New Yorker

Any system with integrated information different from zero has consciousness.

TechCrunch

An integrated information infrastructure is required to reduce these deficits.

IFAC Proceedings Volumes

Figure 1 depicts both user and technology perspectives to achieve integrated information intelligence for environmental monitoring.

Journal of Cloud Computing: Advances, Systems and Applications

The integrated information theory (IIT) starts from phenomenology and makes a critical use of thought experiments, to claim that consciousness is integrated information.

Encyclopedia of Consciousness

This integrated information is useful for fluid discrimination, well placement and stages of fracking in the unconventional reservoirs.

Journal of Petroleum Science and Engineering

Additionally, an automatic data mining framework is applied to model the integrated information.

Expert Systems with Applications

Expert writing Tips

Best practice

When using "integrated information", ensure the sources are clearly cited and the method of integration is transparent to maintain credibility and avoid misinterpretation.

Common error

Avoid claiming that information is "integrated" if it's merely compiled or juxtaposed. True integration requires a synthesis that creates new understanding or functionality beyond the sum of its parts.

Linguistic Context

The phrase "integrated information" primarily functions as a noun phrase, where "integrated" modifies "information". Ludwig examples showcase its role in describing data or knowledge that has been combined from multiple sources. Ludwig AI confirms its correct usage.

Expression frequency: Very common

Frequent in

Science

70%

News & Media

15%

Formal & Business

10%

Less common in

Encyclopedias

1%

Wiki

1%

Reference

3%

Ludwig's WRAP-UP

In summary, "integrated information" is a grammatically sound and frequently used phrase, as confirmed by Ludwig AI, denoting data or knowledge that has been synthesized from multiple sources. Its prevalence in scientific, news, and formal business contexts underscores its versatility. When employing this phrase, clarity in the integration process and source citation is crucial. Alternatives such as "unified data" or "synthesized information" can offer nuanced variations, but "integrated information" remains a robust and widely accepted choice for conveying the concept of combined and synthesized data.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

unified data

Focuses on the result of integration, emphasizing the final, combined data.

unified knowledge

Similar to "unified data" but emphasizes the knowledge aspect.

combined data

Highlights the act of combining different pieces of information.

synthesized information

Emphasizes the process of creating a cohesive whole from disparate parts.

consolidated data

Suggests that information has been brought together into a more manageable form.

aggregated data

Focuses on collecting and gathering information from multiple sources.

interconnected data

Highlights the relationships and links between different data points.

harmonized information

Emphasizes the alignment and consistency of different pieces of information.

holistic information

Focuses on the completeness and comprehensiveness of the gathered data.

comprehensive data

Highlights the thoroughness and breadth of the data collected.

FAQs

How can I use "integrated information" in a sentence?

You can use "integrated information" to describe systems or analyses that combine data from various sources, like: "The study relies on "integrated information" from climate models and observational data."

What are some alternatives to "integrated information"?

Alternatives include "unified data", "synthesized information", or "consolidated data", depending on the specific nuance you want to convey.

Is "integrated information" formal enough for academic writing?

Yes, "integrated information" is suitable for academic writing, as demonstrated by its frequent use in scientific and scholarly publications.

What is the difference between "integrated information" and "related information"?

"Integrated information" implies a combination and synthesis of different data points, whereas "related information" simply refers to information that is connected or relevant but not necessarily combined into a single, cohesive unit.